Tencent Open-Sources T-Mem, an Associative-Memory Architecture for LLMs

Tencent open-sourced T-Mem, an EMNLP 2026 long-term conversational memory architecture under MIT license. It predicts future use of memories at write time, boosting associative recall by 28 points over similarity-based retrieval.

2026-09-21 ~ 2026-09-22 · 4 related posts

• Tencent open-sources T-Mem, an associative-recall memory architecture for long-term AI memory — aigclink · 2026-09-21
• T-Mem open-sourced on GitHub, accepted to EMNLP 2026 Main Conference — aigclink · 2026-09-21
• Tencent open-sources T-Mem, a memory architecture that anticipates instead of archiving — blaizedsouza · 2026-09-21
• Tencent's T-Mem fixes similarity-retrieval blind spot in AI agent memory, EMNLP 2026 — jiqizhixin · 2026-09-22